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Merge branch 'params' of github.com:SheffieldML/GPy into params

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Max Zwiessele 2014-03-24 11:22:39 +00:00
commit d27733bf5f
3 changed files with 20 additions and 10 deletions
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12
GPy/testing/kernel_tests.py
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@ -8,6 +8,7 @@ import sys
verbose = 0
np.random.seed(50)
class Kern_check_model(GPy.core.Model):
@ -243,6 +244,17 @@ class KernelGradientTestsContinuous(unittest.TestCase):
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_Prod2(self):
k = (GPy.kern.RBF(2, active_dims=[0,4]) * GPy.kern.Linear(self.D))
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_Prod3(self):
k = GPy.kern.Matern32(2, active_dims=[2,3]) * (GPy.kern.RBF(2, active_dims=[0,4]) + GPy.kern.Linear(self.D))
k = (GPy.kern.RBF(2, active_dims=[0,4]) * GPy.kern.Linear(self.D))
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_Add(self):
k = GPy.kern.Matern32(2, active_dims=[2,3]) + GPy.kern.RBF(2, active_dims=[0,4]) + GPy.kern.Linear(self.D)
k += GPy.kern.Matern32(2, active_dims=[2,3]) + GPy.kern.RBF(2, active_dims=[0,4]) + GPy.kern.Linear(self.D)